Autonomous research system that evolves solutions across agent generations
Emerged finds new products worth a look, daily — what’s new today
A rare piece of agent-assisted research you can audit end to end: frozen protocols, dated cohorts, open code, and the same board in front of you as the solver.
An independent project trying to play Drop7 well enough to average a million points a game, publishing every step. The best candidate so far, n-tuple lookup tables inside a four-deep search, averaged 516,155 points over 512 unseen games against 382,567 for a hand-written leaf — a screening result, the site says, not a qualification. The MIT repo holds TypeScript and C++ engines, a benchmark, frozen protocols and a results ledger. You can play in the browser and put your score on the same leaderboard as the policies, where the top human sits at 1,597,898.
Autonomous research system that evolves solutions across agent generations
NVIDIA's extension that cuts coding-agent token use roughly in half
A browser racer where the rival cars are models answering one call per move
An arcade maze turned into a latency test for decision models
A benchmark where agents get only a repo and must find the bugs themselves
Open-source agent that takes a ticket to a reviewed pull request, with proof